Real ChatGPT answer · index seedMZw2T3hcGZ8completeCareers and HR · resumes and cover letterscommercial

Can you compare the top LinkedIn profile optimization services for college seniors graduating this spring?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the top LinkedIn profile optimization services for college seniors graduating this spring?
3 real searches · 1 real-search pass
best LinkedIn profile optimization services pricing LinkedIn profile writing 2026 TopResume The Muse FiverrGoogle ↗
OBSERVEDComparison
LinkedIn profile writing services college students recent graduates pricing student career services 2026Google ↗
OBSERVEDOther / navigational
LinkedIn profile optimization tools pricing Careerflow Teal LinkedIn profile review 2026Google ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (3)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
best LinkedIn profile optimization services pricing LinkedIn profile writing 2026 TopResume The Muse Fiverr Google ↗
LinkedIn profile writing services college students recent graduates pricing student career services 2026 Google ↗
LinkedIn profile optimization tools pricing Careerflow Teal LinkedIn profile review 2026 Google ↗
  1. Visit Hired Resume · hiredresume.com
  2. Visit TopResume · topresume.com
  3. The Best LinkedIn Profile Writing Services · careercloud.com
  4. Visit Resumeble · resumeble.com
  5. Visit ResumeSpice · resumespice.com
  6. Visit JobStars · jobstars.com
  7. Browse Fiverr LinkedIn services · fiverr.com
  8. Best LinkedIn profile optimizer tools in 2026, 5 compared · four-leaf.ai

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best LinkedIn profile optimization services pricing LinkedIn profile writing 2026 TopResume The Muse Fiverr
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
LinkedIn profile writing services college students recent graduates pricing student career services 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
LinkedIn profile optimization tools pricing Careerflow Teal LinkedIn profile review 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1